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MCP Awareness

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作者: cmeans

Cross-platform memory and ambient awareness for AI agents — knowledge store, alert collation, and intention tracking via MCP. Self-host or cloud.

awarenessmcpmcp-servermodel-context-protocolpythonai-memoryclaudecross-platformknowledge-store

インストール

$pip install -e ".[dev]" # install with dev dependencies

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ドキュメントに記載されたツール (32)

プロジェクトのドキュメントに基づきます。サーバーのハンドシェイクは、各ツールの説明や動作を検証するものではありません。

acted_on

Log that you took action because of an entry. Tags inherited from the entry.

add_context

Store temporal knowledge that auto-expires (default 30 days). Use for current events, milestones, or temporary states that will become stale.

backfill_embeddings

Generate embeddings for entries that don't have one yet, and re-embed stale entries whose content changed. Requires embedding provider.

create_record

Write a validated data entry conforming to a registered schema. Records pin exact schema version and re-validate on content update. Validation errors include every failure with structured envelope.

delete_entry

Soft-delete entries (30-day trash). By ID, by source + type, or by source. Bulk deletes require confirm=True (dry-run by default).

get_actions

Action history — what was done because of an entry.

get_activity

Combined read + action feed, chronological.

get_alerts

Active alerts, optionally filtered by source. Drill-down from briefing.

get_briefing

Compact awareness summary (~200 tokens all-clear, ~500 with issues). Call at conversation start. Pre-filtered through patterns and suppressions.

get_deleted

List all entries in trash with IDs for restore.

get_intentions

Pending/active intentions, optionally filtered by state, source, or tags.

get_knowledge

Knowledge entries (patterns, context, preferences, notes). Filter by source, tags, entrytype, since/until, createdafter/createdbefore, learnedfrom. hint param re-ranks results by semantic similarity.

get_reads

Read history for entries — who read what, when, from which platform.

get_related

Bidirectional entry relationships — entries referenced via relatedids and entries that reference the given entry.

get_stats

Entry counts by type, list of sources, total count. Call before getknowledge to decide whether to filter.

get_status

Full status for a specific source including metrics and inventory.

get_suppressions

Active alert suppressions with expiry times and escalation settings.

get_tags

All tags in use with usage counts. Use to discover existing tags and prevent drift.

get_unread

Entries with zero reads. Cleanup candidates or missed knowledge.

learn_pattern

Record an if/then operational rule with conditions/effects for alert matching. Use only when there's a clear "when X happens, expect Y" relationship.

register_schema

Define a typed data contract using JSON Schema Draft 2020-12. Schemas are immutable after registration; family + version become logicalkey. Per-owner with system fallback for shared built-in shapes.

remember

Store permanent knowledge — facts still true in 30 days. Optional content payload with MIME contenttype. Default choice for personal facts, project notes, design decisions.

remind

Create a todo, reminder, or planned action. Optional deliverat timestamp for time-based surfacing. Intentions have a lifecycle: pending → fired → active → completed.

report_alert

Report or resolve an alert. Captures diagnostics at detection time. Levels: warning, critical. Types: threshold, structural, baseline.

report_status

Report system status. Called periodically by edge processes. Upserts one entry per source; stale if TTL expires without refresh.

restore_entry

Restore a soft-deleted entry from trash.

search

Hybrid search — finds entries by meaning (vector) and by exact terms (FTS), fused via Reciprocal Rank Fusion. Combines with tag/source/type/date/language filters. Requires embedding provider for vector branch; FTS works without it.

semantic_search

Deprecated alias for search. Will be removed in a future release.

set_preference

Set a portable presentation preference (e.g., alertverbosity, checkfrequency). Upserts by key + scope.

suppress_alert

Suppress alerts by source/tags/metric. Time-limited with escalation override — critical alerts can break through.

update_entry

Update a knowledge entry in place (note, pattern, context, preference). Tracks changes in changelog. Status/alert/suppression are immutable.

update_intention

Transition an intention state: pending → fired → active → completed/snoozed/cancelled.

ツールの変更履歴

同じ設定での完全なチェック同士を比較します。ツールの列挙のみで実行はしていません。入力スキーマの変更は測定していません。

完全なツールチェックはまだありません。